kundajelab / chrombpnet

Bias factorized, base-resolution deep learning models of chromatin accessibility (chromBPNet)
https://github.com/kundajelab/chrombpnet/wiki
MIT License
124 stars 34 forks source link

Continuing pipeline from set point #207

Closed BartTheeuwes closed 2 months ago

BartTheeuwes commented 2 months ago

Dear,

Thank you all for making this package. I'm currently trying to run ChromBPNet on the tutorial data. I have noticed that every time I rerun chrombpnet pipeline, I need to restart from scratch and delete the old chrombpnet_model folder. Because of this, it is regenerating the bigwig files from the Bam input every time. I expect that it should just be able to continue from a previously generated bigwig file, especially when training the same model with different folds... Is there a way to make the chrombpnet pipeline pick up from a specific point, or even just specifically from the training step?

All the best, Bart

akundaje commented 2 months ago

We will try to add this feature in the future (early next year) with a significant refactor as well. We currently don't have bandwidth to add this feature.

On Sun, Sep 15, 2024, 9:18 AM BartTheeuwes @.***> wrote:

Dear,

Thank you all for making this package. I'm currently trying to run ChromBPNet on the tutorial data. I have noticed that every time I rerun chrombpnet pipeline, I need to restart from scratch and delete the old chrombpnet_model folder. Because of this, it is regenerating the bigwig files from the Bam input every time. I expect that it should just be able to continue from a previously generated bigwig file, especially when training the same model with different folds... Is there a way to make the chrombpnet pipeline pick up from a specific point, or even just specifically from the training step?

All the best, Bart

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